2 papers
cs.CV2025
Uncertainty-Aware Dual-Student Knowledge Distillation for Efficient Image Classification
Aakash Gore, Anoushka Dey, Aryan Mishra
Knowledge distillation has emerged as a powerful technique for model compression, enabling the transfer of knowledge from large teacher networks to compact student models. However,…
cs.LG2025
Clus-UCB: A Near-Optimal Algorithm for Clustered Bandits
Aakash Gore, Prasanna Chaporkar
We study a stochastic multi-armed bandit setting where arms are partitioned into known clusters, such that the mean rewards of arms within a cluster differ by at most a known thres…